How does this skill improve the debugging process?

It enforces a systematic workflow that includes reliable reproduction, root cause analysis using the 5 Whys, and mandatory verification to prevent issue recurrence.

What behaviors does this skill prevent?

It includes guardrails against 'shotgun debugging' (making random changes), premature optimization, and changing multiple variables simultaneously during an investigation.

Can this skill help with architectural decisions?

Yes, it uses a 'Tree of Thoughts' approach to branch out potential solutions, allowing you to compare trade-offs, risks, and benefits for at least three different paths.

What is the 'Graph of Thoughts' method used for?

Graph of Thoughts is used to map out system entry points, data flows, and side effects, making it ideal for exploring and onboarding into unfamiliar codebases.

BD Problem Solving

Name: BD Problem Solving
Author: bitsydarel

bybitsydarel

0•

Productivity & Workflow

Implements systematic frameworks for debugging complex technical issues and making informed architectural decisions.

BD Problem Solving is a specialized workflow skill designed to transform how developers approach complex technical challenges. By leveraging advanced cognitive methodologies like Graph of Thoughts for system mapping and Tree of Thoughts for decision-making, it helps Claude navigate unfamiliar codebases and resolve high-stakes bugs. The skill emphasizes root cause analysis over symptomatic fixes, ensuring every solution is verified and every architectural trade-off is documented with clear pros, cons, and risks.

Key Features

01Standardized workflows for system onboarding and code comprehension

02Best practice guardrails to prevent shotgun debugging and premature optimization

030 GitHub stars

04Structured 5 Whys root cause analysis for deep-seated bug resolution

05Graph of Thoughts methodology for mapping entry points and data flows

06Tree of Thoughts framework for evaluating multiple architectural paths

Use Cases

01Resolving complex system failures by isolating variables and identifying root causes

02Navigating technical trade-offs when designing new features or selecting toolsets

03Onboarding and mapping side effects within an unfamiliar or legacy codebase

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add bitsydarel/bdskills bd-problem-solving

For use in Claude.ai and ChatGPT

Download Skill